Their motivations are complicated, sometimes contradictory, and sometimes unknown. There is always much more than can be said, since each crusader might have had completely unique motivations, but we have some previous answers that should be helpful:
A "Saturday Showcase" post on Why did the First Crusade happen? by u/J-Force